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Compare AI models: Kimi K2.7 Code vs Ling 3.0 Flash Fin

  1. Kimi K2.7 CodeMoonshotHollow points use fallbacks · hover for details
  2. Ling 3.0 Flash FininclusionAIHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Kimi K2.7 Code50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder34/10064/10050/10050/100 — Tool calling supported; no comparable benchmark
Ling 3.0 Flash Fin50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder84/10064/1000/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
262K
262K
Reasoning
True
True
Input modalities
Text, Image, Video
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.95/ 1M
$0.07/ 1M
Output
$4.00/ 1M
$0.22/ 1M
Cached input
$0.19/ 1M
$0.01/ 1M
MomentumLast 2 mo
Unique users
188K
No usage
Completed sessions
506,367
No usage
Token share
0.14%
No usage
Tokens
1.4T-54%
No usage
AUG 19OCT 13
No trend data
RetentionWeek 1
Returning users
60.7%16K user-weeks
Pending

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